Originally Posted by BigFlyer

The entire app store is geofenced, app developers get to decide which app stores will carry its app.

I also believe, but am not entirely certain - that the geofencing is based on the home country of your app store, not your physical location. So if it won't download for you where you are, it won't download when you are physically in Australia.